A hybrid approach for optimal location and capacity of UPFC to improve the dynamic stability of the power system

被引:30
|
作者
Kumar, B. Vijay [1 ]
Srikanth, N. V. [2 ]
机构
[1] Natl Inst Technol, Warangal, Andhra Pradesh, India
[2] Natl Inst Technol, Dept Elect Engn, Warangal, Andhra Pradesh, India
关键词
FA; CS; Power loss; Voltage; GSA; Dynamic stability; UPFC; Real power; Reactive power; INTELLIGENCE OPTIMIZATION ALGORITHM; FIREFLY ALGORITHM; OPTIMAL PLACEMENT; LOAD FLOW; SEARCH; IDENTIFICATION; PARAMETERS;
D O I
10.1016/j.asoc.2016.09.031
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this document, the Firefly Algorithm (FA) and Cuckoo Search (CS) algorithm based on optimal location and the capacity of UPFC to improve the dynamic stability of the power system are proposed. The novelty of the proposed method is exemplified in the improved searching ability, random reduction and reduced complexity. In this regard, the generator fault affects the system dynamic stability constraints such as voltage, power loss, real and reactive power. Here, the FA technique optimizes the maximum power loss line as the suitable location of the UPFC. The affected location parameters and dynamic stability constraints are restored into secure limits using the optimum capacity of the UPFC, which in turn, has been optimized with reduced cost by using the CS algorithm. The attained capacity of the UPFC has been located in the affected location and the power flow of the system analyzed. The proposed method is implemented in the MATLAB/Simulink platform and tested under IEEE 30 and IEEE 14 standard bench mark system. The proposed method performance is evaluated by comparison with those of different techniques such as ABC-GSA, GSA-Bat, Bat-FA and CS algorithms. The comparison results invariably prove the effectiveness of the proposed method and confirm its potential to solve the related problems. (C) 2016 Elsevier B.V. All rights reserved.
引用
收藏
页码:974 / 986
页数:13
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